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BMIE Market 45203

Hamilton County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)2,436
2020–2024 ACS 5-year estimate ±504 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,108
2020–2024 ACS 5-year estimate ±229 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B11001_001E · on 2020 boundaries · retrieved 2026-09-05
Population, 2010 Census count2,236
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units1,313
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$21,973
2020–2024 ACS 5-year estimate ±19,688 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age33.6
2020–2024 ACS 5-year estimate ±2 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01002_001E · on 2020 boundaries · retrieved 2026-09-05
Median gross rent$724
2020–2024 ACS 5-year estimate ±231 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25064_001E · on 2020 boundaries · retrieved 2026-09-05
Median home value$356,900
2020–2024 ACS 5-year estimate ±120,902 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area1.2 sq mi
Census Gazetteer 2020
Restaurants5
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45203
Restaurants per 10,000 residents26.8
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+25.0%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year-16.7%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year-16.7%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file-50.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 20285 (range 3–6)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.0 per year, r² 0.00) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score32 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score30 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score24 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score48 / 100
MODELED · market_momentum_score v1 · confidence High · why?

Map

Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.

Why these scores?

Each score is a weighted average of national percentile ranks (0 = lowest of all ZCTAs with that figure, 100 = highest). Weights are set in the model registry, not in code, and every score carries its model version.

BMIE Market Score: 32 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score30.03040%+12.0
Restaurant Opportunity Score24.12435%+8.5
Market Momentum Score47.84825%+12.0
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 30 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)2,4364840%+19.4
Median household income (ACS)21,973140%+0.3
Households (ACS)1,1085120%+10.3
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 24 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth-16.71535%+5.3
Restaurants per 10,000 residents (lower = more room)20.53625%+9.0
Population (ACS)2,4364820%+9.7
Median household income (ACS)21,973120%+0.2
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 48 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth258150%+40.4
10-year restaurant growth-16.71530%+4.5
20-year restaurant growth-16.71520%+2.9
Restaurant-count growth only until population and income growth series exist.

A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.

Restaurants on file (19)

By cuisine

American 6 · Sandwiches 4 · Burgers 3 · Dessert 3 · Ice cream / frozen desserts 2 · Bakery 1 · Breakfast 1 · Cajun, Creole, Southern 1 · Chicken / wings 1 · Coffee 1 · Italian 1 · Juice / smoothies 1 · Mexican 1 · Pizza 1

By type

Quick service 8 · Restaurant (service type not stated) 7 · Dessert 3 · Bakery 2 · Specialty food shop 2 · Bar 1 · Casual dining 1 · Coffee shop 1 · Juice, smoothie, tea 1 · Other 1

NameTypeCuisineAddressStatus
B & K TruckingRestaurant (service type not stated)1100 Gest Stopen
Bagel StopSpecialty food shop · Quick serviceSandwiches644 Linn Stopen
Bw3 CliftonBar · Quick serviceAmericanopen
Center Hub Deli & CateringSpecialty food shop · Quick serviceSandwiches700 W Pete Rose Wayopen
Dunkin' Dunkin'Bakery · Juice, smoothie, tea · Dessert · Coffee shopDessert · Juice / smoothies · Coffee901 W 8th Stopen
Frisch's Big BoyCasual dining · Restaurant (service type not stated)Breakfast · Burgers · American1001 Gest Stopen
Graeter's Ice Cream Graeter's Ice CreamDessertIce cream / frozen desserts · Dessert1301 Western Aveopen
Hostess CakesBakeryBakery642 Richmond Stopen
Izzy Kadetz IncRestaurant (service type not stated)644 Linn St Ste 1234open
Krispy Krunchy ChickenRestaurant (service type not stated)Chicken / wings700 Dalton Aveopen
LaRosa's Pizza LaRosa's PizzeriaRestaurant (service type not stated)Pizza · Italian1250 W 8th Stopen
My Three ChefsRestaurant (service type not stated)700 W Pete Rose Wayopen
Red SquirrelQuick serviceAmerican · Sandwiches918 Dalton Aveopen
Richie's Fast FoodRestaurant (service type not stated)American · Cajun, Creole, Southern1301 Linn Stopen
Rookwood Ice Cream ParlorDessert · Quick serviceIce cream / frozen desserts · Dessert1301 Western Aveopen
SubwayOtherSandwiches901 W 8th Stopen
Taco Bell Taco BellQuick serviceMexican1003 Gest Stopen
Wendy's Wendy'sQuick serviceBurgers · American1015 Gest Streetopen
White Castle White CastleQuick serviceBurgers · American811 W 8th Stopen
Listings: Overture Maps Places (CDLA-Permissive-2.0), matched into the BMIE restaurant master. Census establishment counts and listing counts differ by definition (Census counts employer establishments in the reference week; listings are places currently mapped).

Restaurant establishments over time

YearAll food serviceRestaurantsFull-serviceLimited-serviceSnack & beverageBarsIndustry codes
199412102SIC1987
19951192SIC1987
199688SIC1987
19971091SIC1987
19981084311NAICS1997
19991194411NAICS1997
20001094411NAICS1997
20011094411NAICS1997
200212104511NAICS1997
200396151NAICS2002
2004129361NAICS2002
200514114611NAICS2002
20061294412NAICS2002
20071282512NAICS2002
200898251NAICS2007
20095514NAICS2007
20106615NAICS2007
201176241NAICS2007
201287251NAICS2012
201376241NAICS2012
201465231NAICS2012
201564131NAICS2012
201654131NAICS2012
2017543NAICS2017
2018543NAICS2017
2019543NAICS2017
2020753NAICS2017
2021753NAICS2017
2022753NAICS2022
2023753NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45203. Categories are BMIE roll-ups of the published SIC/NAICS codes (full vs limited service is not split under SIC). More years load in stages.

Nearby markets (within 5 miles)

ZCTADistanceRestaurantsYear
452140.7 mi72023
410161.4 mi92023
452021.6 mi1902023
452191.9 mi712023
452052.3 mi102023
452042.6 mi52023
410112.6 mi722023
452672.8 mi12016
452252.9 mi92023
452202.9 mi212023
410733.0 mi242023
452063.0 mi202023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.